{"id":"W3035850311","doi":"10.14740/gr1292","title":"Coronavirus Disease 2019: A Gastroenterologist’s Perspective in May 2020","year":2020,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Transmission (telecommunications); Coronavirus; Pandemic; Coronavirus disease 2019 (COVID-19); Pneumonia; Angiotensin-converting enzyme 2; Gastroenterology; Intensive care medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024093,0.001117882,0.001123851,0.00155998,0.001921393,0.006019494,0.001396587,0.01620354,0.03415348],"category_scores_gemma":[0.01063121,0.0004292525,0.001091379,0.0009370387,0.001674855,0.007310577,0.00293352,0.0128884,0.01479756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737431,"about_ca_system_score_gemma":0.004507747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682056,"about_ca_topic_score_gemma":0.009730166,"domain_scores_codex":[0.998457,0.0003289556,0.0001912252,0.0001998974,0.0005007705,0.0003221447],"domain_scores_gemma":[0.9900026,0.001132966,0.0003738,0.0001695678,0.002496912,0.005824239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003743523,0.00003207779,0.0004322083,0.0001631988,0.00000868077,0.0004660412,0.00004932514,0.00002886611,0.00009125997,0.001343208,0.9663523,0.03099533],"study_design_scores_gemma":[0.00001864589,0.00005430595,0.0009944619,0.000738143,0.00001331298,0.0009646468,0.0003563758,0.00004328707,0.00002634229,0.001358878,0.9954115,0.00002018282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005104466,0.07080463,0.0002579429,0.7068871,0.2084021,0.0000215085,0.0002033856,0.000165982,0.01274685],"genre_scores_gemma":[0.00557854,0.1091373,0.0009340693,0.5552287,0.3001452,0.00004494226,0.0004366995,0.00009764966,0.02839693],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03415348,"threshold_uncertainty_score":0.1142548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2967429698938312,"score_gpt":0.5749262421841759,"score_spread":0.2781832722903447,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}